Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-12 0.279291 0.314205 0.353518 0.401413 0.458668 0.525528 0.610426
2025-01-19 0.218051 0.261836 0.315922 0.389012 0.487418 0.618758 0.813641
2025-01-26 0.194794 0.245913 0.313831 0.413823 0.563200 0.789041 1.181350
2025-02-02 0.184289 0.242762 0.325521 0.457191 0.674354 1.046887 1.816765
2025-02-09 0.171782 0.233878 0.326262 0.482880 0.764041 1.305010 2.632903
2025-02-16 0.159859 0.223566 0.322333 0.499063 0.841023 1.573365 3.714997
2025-02-23 0.147209 0.210198 0.311055 0.499523 0.887613 1.800095 4.950509
2025-03-02 0.131543 0.190198 0.285978 0.469832 0.863677 1.848468 5.671902
2025-03-09 0.121269 0.177785 0.272109 0.458730 0.877096 2.002576 7.073695
2025-03-16 0.112836 0.167538 0.260696 0.450324 0.894379 2.179016 8.968428
2025-03-23 0.107622 0.162152 0.257213 0.457301 0.951128 2.516002 12.814191
2025-03-30 0.100103 0.152153 0.244184 0.441908 0.946205 2.641506 15.679064
2025-04-06 0.092037 0.140961 0.228537 0.420104 0.923223 2.708597 18.721690
2025-04-13 0.085275 0.131649 0.215741 0.403235 0.911441 2.826183 23.483063
2025-04-20 0.083840 0.131675 0.220885 0.428349 1.032235 3.654716 51.071287
2025-04-27 0.084297 0.135140 0.233239 0.473590 1.240489 5.302257 209.906788
2025-05-04 0.082804 0.134813 0.237781 0.500494 1.403354 7.103184 1422.237228
2025-05-11 0.080541 0.132797 0.238482 0.517478 1.540282 9.161741 238830.543536
2025-05-18 0.077212 0.128432 0.233579 0.517957 1.610789 10.882662 NaN
2025-05-25 0.071909 0.119830 0.218513 0.486771 1.528074 10.620687 NaN
2025-06-01 0.068376 0.114545 0.210474 0.475119 1.533015 11.603533 NaN
2025-06-08 0.065309 0.110002 0.203729 0.466300 1.548986 12.885541 NaN
2025-06-15 0.063512 0.107898 0.202365 0.473620 1.650456 16.198255 NaN